Staff Specialist & Supply Chain Machine Learning Engineer

Infineon Technologies; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A global semiconductor leader in Singapore is seeking an innovative individual in the Global Supply Chain Advanced Analytics team to develop AI services and solutions. The role involves software design, implementation, and testing, with a focus on deep learning and data analysis. Candidates should have over 5 years of software development experience and a strong educational background in Computer Science or related fields. Excellent analytical and communication skills are crucial, along with proficiency in modern deep learning frameworks and coding languages.

Qualifications

• At least 5 years of relevant software development experience in deep learning frameworks.
• Strong foundation in deep learning with a focus on generative models.
• Experience with coding languages like Python, SQL, and Java.

Responsibilities

• Design and implement high-quality software and automated testing.
• Develop AI services and solutions integrated into existing IT systems.
• Contribute to hands-on analytics and AI/ML business processes.

Skills

Deep learning

Generative models

Data analysis

Software development

Communication skills

Education

Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Applied Mathematics

Tools

PyTorch

Kubernetes

TensorFlow

SQL

REST API

Jenkins

MLFlow

Job description

You will be part of the Global Supply Chain Advanced Analytics team, which is responsible to develop supply chain data solution that provide actionable and impactful insight. This role is expected to be an innovator in developing use cases, concepts and solutions for Digitalization and Artificial Intelligence system. This role is required to work with cross-functional experts which help to shape and improve Supply Chain processes, Production Network processes and Subcontracted Manufacturing, leveraging on data analytical skillset and systems.

Your Role

• Design software, specify software requirements, implement high-quality software, realize automated software testing for productive rollouts, and manage the technological software lifecycle
• Focus on the development of AI services and solutions that integrate into the existing IT landscape
• Act as an analytics translator, communicate complex data-related requirements (from the business) to other parties (e.g. IT)
• Facilitate interactive design sessions with business user, and use experimentation methods and design tests to optimize visualization experiences
• Contribute to creating effective and efficient analytics and AI/ML business processes, and oversee aspects of application life cycles, from requirements analysis, design, and implementation phases up to stable operations
• Understand business context, identify and scope business requirements and priorities, formulate problem/opportunity statements through rigorous information gathering and analysis as well as clarification of the solutions, initiatives and program to enable effective delivery
• Continuously explore and evaluate state-of-the-art techniques to improve AI solutions efficiency and effectiveness, stay up-to-date with the latest data science technology, trends, techniques, and best practices, and incorporate the most feasible ones
• Develop skillset, training systematics, provide expertise and promote mindset of Digitalization, Advance Analytics and Artificial Intelligence including GenAI solutions to the organization
• Design and drive the introduction of DevOps / MLOps concepts and automated testing

Your Profile

• Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Applied Mathematics, or related fields
• Strong foundation in deep learning, with a particular emphasis on generative models
• A track record of at least 5 years of relevant software development experience in modern deep learning frameworks such as PyTorch
• At least 3 years of work experience with relevant technologies (e.g. Kubernetes, Seldon Core, Git, REST API, Jenkins, Tekton, MLFlow, Jupyter, Tensorflow, Pytorch, KNIME) and coding languages (e.g. Python, SQL, Java, C#)
• High analytical skills and keen perception to approach new challenges
• Strong communication and presentation skills in English

Contact:
[e-mail]

#WeAreIn for driving decarbonization and digitalization. As a global leader in semiconductor solutions in power systems and IoT, Infineon enables game-changing solutions for green and efficient energy, clean and safe mobility, as well as smart and secure IoT. Together, we drive innovation and customer success, while caring for our people and empowering them to reach ambitious goals. Be a part of making life easier, safer and greener.
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